A method, an apparatus, an electronic device for estimating a pose of an object include determining a confidence of a depth image of an object based on a color image and the depth image of the object, estimating a pose of the object based on a three-dimensional (3D) keypoint in response to the depth image being reliable, and estimating the pose of the object based on a two-dimensional (2D) keypoint in response to the depth image being unreliable.
Legal claims defining the scope of protection, as filed with the USPTO.
4. The method of claim 1, wherein the determining of the confidence of the depth image comprises extracting an image feature based on the color image and the depth image and determining the confidence of the depth image based on the image feature.
8. The method of claim 7, wherein the estimating of the pose of the object based on the 3D keypoint comprises estimating a pose of the each target object based on a fusion feature and a second appearance feature of the each target object.
9. The method of claim 7, wherein the estimating of the pose of the object based on the 3D keypoint comprises estimating a pose of the each target object based on an image feature and a second appearance feature of the each target object.
15. A non-transitory computer-readable storage medium storing instructions that, when executed by a processor, cause the processor to perform the method of claim 1.
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September 16, 2021
November 19, 2024
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